3 results found Sort:

lucidrains
classifier-free-guidance-pytorch lucidrains
23
319
mit
8
Implementation of Classifier Free Guidance in Pytorch, with emphasis on text conditioning, and flexibility to include multiple text embedding models
deep-learning text-guidance artificial-intelligence classifier-free-guidance
Created 2022-12-03
96 commits to main branch, last one 3 months ago
gmongaras
Diffusion_models_from_scratch gmongaras
22
311
mit
6
Creating a diffusion model from scratch in PyTorch to learn exactly how they work.
ddim ddpm pytorch imagenet diffusion-models classifier-free-guidance
Created 2022-09-11
146 commits to main branch, last one 4 months ago
insdout
Time-Series-Hybrid-Autoencoder insdout
0
31
mit
2
Remaining Useful Life estimation and sensor data generation by VAE and diffusion model on C-MAPSS dataset.
vae ddpm c-mapss pytorch time-series latent-space triplet-loss turbofan-engine diffusion-models remaining-useful-life latent-variable-models preventive-maintenance variational-autoencoder classifier-free-guidance conditional-data-generation
Created 2022-12-17
116 commits to main branch, last one 4 months ago